Marcelo Daniel Brito Faria

Classification of Approximal Caries in Bitewing Radiographs Using Convolutional Neural Networks

Maira Beatriz Hernández Morán, Marcelo Daniel Brito Faria, Gilson A. Giraldi et al. · Sensors · 2021 · 102 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Using super-resolution generative adversarial network models and transfer learning to obtain high resolution digital periapical radiographs

Maira Beatriz Hernández Morán, Marcelo Daniel Brito Faria, Gilson A. Giraldi et al. · Computers in Biology and Medicine · 2020 · 52 citations

Image Analysis, Machine Learning, Medical Imaging +10

Do Radiographic Assessments of Periodontal Bone Loss Improve with Deep Learning Methods for Enhanced Image Resolution?

Maira Beatriz Hernández Morán, Marcelo Daniel Brito Faria, Gilson A. Giraldi et al. · Sensors · 2021 · 34 citations · Full text

Convolutional Neural Network, Engineering, Low Resolution +21

Dental Anomalies in Children Born with Clefts: A Case-Control Study

Rafael de Lima Pedro, Marcelo Daniel Brito Faria, Marcelo de Castro Costa et al. · The Cleft Palate-Craniofacial Journal · 2011 · 30 citations

On using convolutional neural networks to classify periodontal bone destruction in periapical radiographs

Maira Beatriz Hernández Morán, Marcelo Daniel Brito Faria, Gilson A. Giraldi et al. · 2020 · 29 citations

Engineering, Diagnosis, Periodontal Bone Destruction +20